{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "import matplotlib.pyplot as plt\n",
    "import mpl_toolkits.mplot3d.axes3d as p3\n",
    "import matplotlib.animation as animation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "text/plain": "array([[[0.00000000e+00, 1.81790000e+01],\n        [0.00000000e+00, 1.36740594e+03],\n        [0.00000000e+00, 2.43805715e+03],\n        ...,\n        [0.00000000e+00, 3.94479388e+04],\n        [0.00000000e+00, 4.03765402e+04],\n        [0.00000000e+00, 4.15557091e+04]],\n\n       [[1.92152000e+01, 2.88228000e+01],\n        [7.25371254e+02, 1.08805688e+03],\n        [1.80216971e+03, 2.70325456e+03],\n        ...,\n        [3.79169410e+04, 5.68754115e+04],\n        [3.87909554e+04, 5.81864331e+04],\n        [4.02516419e+04, 6.03774629e+04]],\n\n       [[1.30546000e+01, 0.00000000e+00],\n        [7.64547994e+02, 0.00000000e+00],\n        [1.78729987e+03, 0.00000000e+00],\n        ...,\n        [3.83239404e+04, 0.00000000e+00],\n        [3.96351794e+04, 0.00000000e+00],\n        [4.02369076e+04, 0.00000000e+00]],\n\n       ...,\n\n       [[1.62546000e+01, 0.00000000e+00],\n        [1.60450040e+03, 0.00000000e+00],\n        [3.09281290e+03, 0.00000000e+00],\n        ...,\n        [4.13762522e+04, 0.00000000e+00],\n        [4.25880713e+04, 0.00000000e+00],\n        [4.37171139e+04, 0.00000000e+00]],\n\n       [[1.24546000e+01, 0.00000000e+00],\n        [5.35232907e+02, 0.00000000e+00],\n        [1.37160114e+03, 0.00000000e+00],\n        ...,\n        [3.70884448e+04, 0.00000000e+00],\n        [3.82118918e+04, 0.00000000e+00],\n        [3.95711529e+04, 0.00000000e+00]],\n\n       [[1.54546000e+01, 0.00000000e+00],\n        [1.01136326e+03, 0.00000000e+00],\n        [2.09637712e+03, 0.00000000e+00],\n        ...,\n        [3.87381339e+04, 0.00000000e+00],\n        [3.98247955e+04, 0.00000000e+00],\n        [4.11854350e+04, 0.00000000e+00]]])"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# data = np.load('data.npy')\n",
    "data = np.load('data.npy')\n",
    "data"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [],
   "source": [
    "def update_lines(num, dataLines, lines):\n",
    "    for line, data in zip(lines, dataLines):\n",
    "        # NOTE: there is no .set_data() for 3 dim data...\n",
    "        line.set_data(data[0:2, :num])\n",
    "        line.set_3d_properties(data[2, :num])\n",
    "    return lines\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [],
   "source": [
    "def transitTime():\n",
    "    newData = []\n",
    "    for d in data:\n",
    "        s = []\n",
    "        for i in range(len(d)):\n",
    "            tmp = [d[i, 0], d[i, 1], i]\n",
    "            s.append(tmp)\n",
    "        newData.append(s)\n",
    "\n",
    "    return np.array(newData)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "data": {
      "text/plain": "array([[[0.00000000e+00, 1.81790000e+01, 0.00000000e+00],\n        [0.00000000e+00, 1.36740594e+03, 1.00000000e+00],\n        [0.00000000e+00, 2.43805715e+03, 2.00000000e+00],\n        ...,\n        [0.00000000e+00, 3.94479388e+04, 3.80000000e+01],\n        [0.00000000e+00, 4.03765402e+04, 3.90000000e+01],\n        [0.00000000e+00, 4.15557091e+04, 4.00000000e+01]],\n\n       [[1.92152000e+01, 2.88228000e+01, 0.00000000e+00],\n        [7.25371254e+02, 1.08805688e+03, 1.00000000e+00],\n        [1.80216971e+03, 2.70325456e+03, 2.00000000e+00],\n        ...,\n        [3.79169410e+04, 5.68754115e+04, 3.80000000e+01],\n        [3.87909554e+04, 5.81864331e+04, 3.90000000e+01],\n        [4.02516419e+04, 6.03774629e+04, 4.00000000e+01]],\n\n       [[1.30546000e+01, 0.00000000e+00, 0.00000000e+00],\n        [7.64547994e+02, 0.00000000e+00, 1.00000000e+00],\n        [1.78729987e+03, 0.00000000e+00, 2.00000000e+00],\n        ...,\n        [3.83239404e+04, 0.00000000e+00, 3.80000000e+01],\n        [3.96351794e+04, 0.00000000e+00, 3.90000000e+01],\n        [4.02369076e+04, 0.00000000e+00, 4.00000000e+01]],\n\n       ...,\n\n       [[1.62546000e+01, 0.00000000e+00, 0.00000000e+00],\n        [1.60450040e+03, 0.00000000e+00, 1.00000000e+00],\n        [3.09281290e+03, 0.00000000e+00, 2.00000000e+00],\n        ...,\n        [4.13762522e+04, 0.00000000e+00, 3.80000000e+01],\n        [4.25880713e+04, 0.00000000e+00, 3.90000000e+01],\n        [4.37171139e+04, 0.00000000e+00, 4.00000000e+01]],\n\n       [[1.24546000e+01, 0.00000000e+00, 0.00000000e+00],\n        [5.35232907e+02, 0.00000000e+00, 1.00000000e+00],\n        [1.37160114e+03, 0.00000000e+00, 2.00000000e+00],\n        ...,\n        [3.70884448e+04, 0.00000000e+00, 3.80000000e+01],\n        [3.82118918e+04, 0.00000000e+00, 3.90000000e+01],\n        [3.95711529e+04, 0.00000000e+00, 4.00000000e+01]],\n\n       [[1.54546000e+01, 0.00000000e+00, 0.00000000e+00],\n        [1.01136326e+03, 0.00000000e+00, 1.00000000e+00],\n        [2.09637712e+03, 0.00000000e+00, 2.00000000e+00],\n        ...,\n        [3.87381339e+04, 0.00000000e+00, 3.80000000e+01],\n        [3.98247955e+04, 0.00000000e+00, 3.90000000e+01],\n        [4.11854350e+04, 0.00000000e+00, 4.00000000e+01]]])"
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "newData = transitTime()\n",
    "newData"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [],
   "source": [
    "def changeShape():\n",
    "    dataChange = []\n",
    "    for d in newData:\n",
    "        x = [i[0] for i in d]\n",
    "        y = [i[2] for i in d]\n",
    "        z = [i[1] for i in d]\n",
    "        dataChange.append([x,y,z])\n",
    "\n",
    "    return np.array(dataChange)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "data": {
      "text/plain": "array([[[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n         0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n        [0.00000000e+00, 1.00000000e+00, 2.00000000e+00, ...,\n         3.80000000e+01, 3.90000000e+01, 4.00000000e+01],\n        [1.81790000e+01, 1.36740594e+03, 2.43805715e+03, ...,\n         3.94479388e+04, 4.03765402e+04, 4.15557091e+04]],\n\n       [[1.92152000e+01, 7.25371254e+02, 1.80216971e+03, ...,\n         3.79169410e+04, 3.87909554e+04, 4.02516419e+04],\n        [0.00000000e+00, 1.00000000e+00, 2.00000000e+00, ...,\n         3.80000000e+01, 3.90000000e+01, 4.00000000e+01],\n        [2.88228000e+01, 1.08805688e+03, 2.70325456e+03, ...,\n         5.68754115e+04, 5.81864331e+04, 6.03774629e+04]],\n\n       [[1.30546000e+01, 7.64547994e+02, 1.78729987e+03, ...,\n         3.83239404e+04, 3.96351794e+04, 4.02369076e+04],\n        [0.00000000e+00, 1.00000000e+00, 2.00000000e+00, ...,\n         3.80000000e+01, 3.90000000e+01, 4.00000000e+01],\n        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n         0.00000000e+00, 0.00000000e+00, 0.00000000e+00]],\n\n       ...,\n\n       [[1.62546000e+01, 1.60450040e+03, 3.09281290e+03, ...,\n         4.13762522e+04, 4.25880713e+04, 4.37171139e+04],\n        [0.00000000e+00, 1.00000000e+00, 2.00000000e+00, ...,\n         3.80000000e+01, 3.90000000e+01, 4.00000000e+01],\n        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n         0.00000000e+00, 0.00000000e+00, 0.00000000e+00]],\n\n       [[1.24546000e+01, 5.35232907e+02, 1.37160114e+03, ...,\n         3.70884448e+04, 3.82118918e+04, 3.95711529e+04],\n        [0.00000000e+00, 1.00000000e+00, 2.00000000e+00, ...,\n         3.80000000e+01, 3.90000000e+01, 4.00000000e+01],\n        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n         0.00000000e+00, 0.00000000e+00, 0.00000000e+00]],\n\n       [[1.54546000e+01, 1.01136326e+03, 2.09637712e+03, ...,\n         3.87381339e+04, 3.98247955e+04, 4.11854350e+04],\n        [0.00000000e+00, 1.00000000e+00, 2.00000000e+00, ...,\n         3.80000000e+01, 3.90000000e+01, 4.00000000e+01],\n        [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n         0.00000000e+00, 0.00000000e+00, 0.00000000e+00]]])"
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataChange = changeShape()\n",
    "dataChange"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x792 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(12,11))\n",
    "ax = p3.Axes3D(fig)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [],
   "source": [
    "lines = [ax.plot(dat[0, 0:1], dat[1, 0:1], dat[2, 0:1])[0] for dat in dataChange]\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [
    {
     "data": {
      "text/plain": "Text(41448.54209741189, 21, '金融科技专业学生')"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "# ax.set_xlim3d([0.0, 6000])\n",
    "ax.set_xlim3d([0.0, 50000])\n",
    "ax.set_xlabel('业务理解能力')\n",
    "\n",
    "# ax.set_ylim3d([0.0, 4])\n",
    "ax.set_ylim3d([0.0, 40])\n",
    "ax.set_ylabel('时间')\n",
    "\n",
    "# ax.set_zlim3d([0.0, 7000])\n",
    "ax.set_zlim3d([0.0, 70000])\n",
    "ax.set_zlabel('专业工具应用能力')\n",
    "\n",
    "# ax.view_init(10, 50)\n",
    "ax.view_init(10, 30)\n",
    "# ax.set_title('Simulation on Student')\n",
    "\n",
    "ax.scatter3D(37948.54209741189, 39, 57422.81314611783, s=200, c='darkred', marker='^', linewidths=1)\n",
    "ax.text(37948.54209741189 + 3000, 39 + 2, 57422.81314611783 + 3000, '培养达标阈值', fontsize=15)\n",
    "ax.text(45000, 23, 0, '传统金融专业学生', fontsize=13)\n",
    "ax.text(0, 30, 20000, '传统计算机专业学生', fontsize=13)\n",
    "ax.text(37948.54209741189 + 3500, 21, 47422.81314611783 + 3000, '金融科技专业学生', fontsize=13)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "MovieWriter ffmpeg unavailable; using Pillow instead.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "finished\n"
     ]
    }
   ],
   "source": [
    "# line_ani = animation.FuncAnimation(fig, update_lines, 5, fargs=(dataChange, lines),\n",
    "#                                    interval=500, blit=False)\n",
    "line_ani = animation.FuncAnimation(fig, update_lines, 41, fargs=(dataChange, lines),\n",
    "                                   interval=110, blit=False)\n",
    "line_ani.save('SimulationDynamic.gif')\n",
    "# plt.show()\n",
    "print('finished')"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
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